BigDL VS Axle

Compare BigDL vs Axle and see what are their differences.

BigDL

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc. (by intel-analytics)
Science and Data analysis Spark Tensorflow Keras Pytorch bigdl analytics-zoo distributed-deep-learning Python Scala llm Transformers
Source Code
ipex-llm.readthedocs.io
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Axle

Axle Domain Specific Language for Scientific Cloud Computing and Visualization (by axlelang)
Science and Data analysis Scala probabilistic-programming Visualization Scientific Computing Axle game-theory
Source Code
axle-lang.org
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BigDL Axle
5 -
6,051 66
17.1% -
9.9 5.5
4 days ago 12 months ago
Python Scala
Apache License 2.0 GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

BigDL

Posts with mentions or reviews of BigDL. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-31.

Axle

Posts with mentions or reviews of Axle. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Axle yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing BigDL and Axle you can also consider the following projects:

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis

Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

OscaR

deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

Libra - A dimensional analysis library based on dependent types

Spire - Powerful new number types and numeric abstractions for Scala.

Breeze - Breeze is a numerical processing library for Scala.

PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.

Tyche - Statistics utilities for the JVM - in Scala!

Persist-Units - Scala Units of Measure Types

Compute.scala - Scientific computing with N-dimensional arrays

BigDL vs Apache Spark Axle vs Squants BigDL vs Zeppelin Axle vs OscaR BigDL vs deequ Axle vs Libra BigDL vs Spire Axle vs Breeze BigDL vs PredictionIO Axle vs Tyche BigDL vs Persist-Units Axle vs Compute.scala